The Palace of Agriculture was not located
beside the other major palaces. Instead, it was on the western
part of the fairgrounds near the other agricultural displays.
This palace covered many acres and it was estimated
that there were nine miles of aisles to walk if you visited all
of the exhibits. Click on either of the scans above for a larger view of
the outside, or follow the link at the bottom of this page to go inside.

The World's Work described a visit to the
Agriculture Palace:

As you enter the Palace of Agriculture from the west
side, where the huge floral clock makes the hillside
conspicuous, the cotton, corn, and other large shows are
arranged down the centre aisle, both sides of which are
flanked by State exhibits. Along the south side, to the left,
are the foreign countries. Along the north side range the food
demonstrations, ending with the dairy exhibit. Along the far
end of the building is the array of agricultural machinery.
Stepping out at the east end, you cross first the most varied
garden of cacti ever grown so far north, and then a portion of
a rose garden, which stretches down the long south wall. Then
you enter the Palace of Horticulture, with its beautiful
display of acres of apples, and with a large conservatory at
one end, in which grow orchids, aquatic plants, and rare
exotics. Beyond, up the hill, are the Livestock Barns, whence
the milk comes for the Model Dairy. Here are shown the best
cattle, horses, sheep and hogs the agricultural States can
send. Along the north wall of the Palace of Agriculture,
outside, is an exhibit of windmills and a beautiful wild-flower
garden of two hundred varieties of plants gathered in the woods
of Missouri. Some distance from the building to the westward,
near the Indian Reservation is the vast map of the United
States, with each State represented by a garden patch of its
characteristic crop. And Agricultural processes are shown on a
farm of seventy acres. Unlike most exhibits, this agricultural
show may be seen with comprehension in almost any order - you
may start where you will. But you see the big picture and learn
the big facts in the Palace of Agriculture itself.